It's really difficult to tell why this is happening for you. It's the same game running in the same engine with the same settings. I'm a Linux user myself, and I don't have any issues. And no other Linux user has reported anything like it, so unless we can find a way to reproduce the noise issues there's not much I can do. What sound hardware are you using, and which Linux distribution?